XC Analysis 2019 (fixed questions)
csaund
6/27/2019
Naming scheme
wg1.0.e == “western gesture 1, condition 0, eastern viewer culture” eg4.2.w == “eastern gesture 4 condition 2, western viewer culture”
Part One: Overlapping Metaphors!?!?
Load ‘N’ Wrangle
Western Participants
Load these bad larrys (straight from mTurk template)
Also load these buggerinos (from psytoolkit template)
Eastern Participants
Spot checks
some things should correlate, others should not. IE the questions that go together should correlate. accessible <–> open confident <–> sure conflict <–> tension dominant <–> control goal <–> worktogether many <–> members
So now we group the metaphor measures by group and facet wrap by that. EZ
Create grouped overlay of correlated questions. Violin plot of question correlations by group (for single conditions of a single gesture)
This graph shows the correlation of the grouped variables. We want them to be highly correlated with each other, and preferably not super correlated with one another. This should hold moreso for the extreme versions of the gestures.
Really could have correlation plot w Q1 on X and Q2 on Y but those don’t look great and we shouldn’t expect them to…
Correlation Matrix of questions
Get wrapped plot of correlations across conditions for same gesture
Violin plots of responses to questions
Density plot?
Regrouping data in a potentially horrifying way. Need to make sure questions make sense…
Group it all together and do it by group but you can also just do it by groups and facet wrap by metaphor measure for indiv question results.
Put it together and how do you do? Bibbity Bobbity BAM.
## Saving 7 x 5 in imageCorrelations
Western Gestures, Western/Eastern Participants
Eastern Gestures, Western/Eastern Participants
To get the individual ones (per gesture, say) you can do this to position the w/e side by side. 
Cool now access everything as follows: all_dat$overlays[["d0_overlay"]]: the overlayed violin plot of related questions. Illustrates density overlay aka a nice vis of correlation of questions
all_dat$correlation_matrix: the correlation matrices that visualize the above as well.
all_dat$violin_density_question: the violin plot of all question distributions across gesture conditions.
all_dat$violin_density_grouped_overlay: the violin plot of all question distributions across gesture conditions, but overlayed.
all_dat$violin_density_grouped: the violin plot of group distributions across gesture conditions.
all_dat$density_grouped: density plot of group distributions across gesture conditions.
all_dat$density_question: density plot of all question distributions across gesture conditions.
if you want to plot all of the overlays nicely you can do this:
Stats
Pretty, but what does it mean? Well, to determine whether any of these differences are significant (aka, did people interpret different things from each of the different gesture conditions, which, because we, too, are people, we know they did) we need to see what the significant differences between rankings in each gesture and condition are.
Now get those T-Tests done DID.
## Warning in wilcox.test.default(x = c(3L, 4L, 4L, 4L, 5L, 7L, 6L, 1L, 7L, :
## cannot compute exact p-value with ties## Warning in wilcox.test.default(x = c(3L, 4L, 4L, 4L, 5L, 7L, 6L, 1L, 7L, :
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## cannot compute exact p-value with ties## Warning in wilcox.test.default(x = c(2L, 5L, 2L, 5L, 2L, 6L, 4L, 5L, 3L, :
## cannot compute exact p-value with ties## Warning in wilcox.test.default(x = c(3L, 3L, 4L, 3L, 4L, 7L, 4L, 7L, 4L, :
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## cannot compute exact p-value with ties## Warning in wilcox.test.default(x = c(3L, 4L, 5L, 3L, 4L, 4L, 6L, 5L, 4L, :
## cannot compute exact p-value with ties## Warning in wilcox.test.default(x = c(4L, 4L, 5L, 6L, 4L, 7L, 6L, 3L, 4L, :
## cannot compute exact p-value with ties## Warning in wilcox.test.default(x = c(4L, 4L, 5L, 6L, 4L, 7L, 6L, 3L, 4L, :
## cannot compute exact p-value with ties## Warning in wilcox.test.default(x = c(5L, 5L, 4L, 4L, 5L, 2L, 6L, 5L, 5L, :
## cannot compute exact p-value with ties## Warning in wilcox.test.default(x = c(3L, 6L, 5L, 3L, 4L, 7L, 7L, 3L, 7L, :
## cannot compute exact p-value with ties## Warning in wilcox.test.default(x = c(3L, 6L, 5L, 3L, 4L, 7L, 7L, 3L, 7L, :
## cannot compute exact p-value with ties## Warning in wilcox.test.default(x = c(6L, 4L, 5L, 5L, 6L, 3L, 4L, 4L, 2L, :
## cannot compute exact p-value with ties## Warning in wilcox.test.default(x = c(4L, 6L, 4L, 7L, 4L, 7L, 6L, 6L, 7L, :
## cannot compute exact p-value with ties## Warning in wilcox.test.default(x = c(4L, 6L, 4L, 7L, 4L, 7L, 6L, 6L, 7L, :
## cannot compute exact p-value with ties## Warning in wilcox.test.default(x = c(4L, 4L, 5L, 4L, 6L, 3L, 6L, 5L, 6L, :
## cannot compute exact p-value with ties| group | cond1 | cond2 | p | sig |
|---|---|---|---|---|
| openness | cond2 | cond1 | 0.05197 | * |
| openness | original | cond2 | 0.08087 | * |
| conflict | cond2 | cond1 | 0.00000 | *** |
| conflict | original | cond2 | 0.00000 | *** |
| unity | cond2 | cond1 | 0.00000 | *** |
| unity | original | cond2 | 0.00011 | *** |
| group | cond1 | cond2 | p | sig |
|---|---|---|---|---|
| openness | cond2 | cond1 | 0.02861 | * |
| openness | original | cond2 | 0.01653 | * |
| conflict | cond2 | cond1 | 0.00000 | *** |
| conflict | original | cond2 | 0.00000 | *** |
| unity | cond2 | cond1 | 0.00002 | *** |
| unity | original | cond2 | 0.00025 | *** |
| group | cond1 | cond2 | p | sig |
|---|---|---|---|---|
| conflict | cond1 | original | 0.00001 | *** |
| conflict | cond2 | cond1 | 0.06043 | * |
| control | cond1 | original | 0.09701 | * |
| group | cond1 | cond2 | p | sig |
|---|---|---|---|---|
| conflict | cond1 | original | 0.00007 | *** |
| conflict | cond2 | cond1 | 0.04688 | * |
| size | cond1 | original | 0.08259 | * |
| group | cond1 | cond2 | p | sig |
|---|---|---|---|---|
| openness | cond2 | cond1 | 0.00234 | ** |
| openness | original | cond2 | 0.00406 | ** |
| control | cond2 | cond1 | 0.01833 | * |
| size | cond2 | cond1 | 0.01760 | * |
| group | cond1 | cond2 | p | sig |
|---|---|---|---|---|
| openness | cond2 | cond1 | 0.00376 | ** |
| openness | original | cond2 | 0.00756 | * |
| control | cond2 | cond1 | 0.01136 | * |
| size | cond2 | cond1 | 0.02093 | * |
| group | cond1 | cond2 | p | sig |
|---|
| group | cond1 | cond2 | p | sig |
|---|
| group | cond1 | cond2 | p | sig |
|---|---|---|---|---|
| conflict | original | cond2 | 0.08661 | * |
| unity | cond2 | cond1 | 0.00574 | * |
| group | cond1 | cond2 | p | sig |
|---|---|---|---|---|
| conflict | original | cond2 | 0.06143 | * |
| unity | cond2 | cond1 | 0.00965 | * |
| The above s | hows that t | tests a | nd mann-wh | itney-wilcox have the same significance results. |
Individual Response Patterns tho
Cool so we have all this but what do individuals actually perceive – multiple interpretations, or one predominant one? Only likert will tell us.
Let’s do this with a PIE CHART BAYBEEEEE
– highly is top 3 for ranked – highly is 5,6,7 for likert - people who ranked X & Y highly - people who ranked X highly (but not Y) - people who ranked Y highly (but not X) - people who did neither
and now for comparing western and eastern: 
this is just messy
So here are our ranked ones 
PART TWO: BICULTURALISM AT ITS FINEST
Wrangle these bad larries
cool now we have all that data in one place. We need to compare the western and eastern viewers across conditions.
Plot these bad larries.
Easy enough to do stats on means between cultures but baby I wanna see those VIOLIN PLOTSSSSSS.
Can only plot by one thing at a time (i.e. for a single gesture condition then visualize across metaphor measures, or for a single metaphor measure then visualize across conditions. The second doesn’t make sense though….)
## `stat_bindot()` using `bins = 30`. Pick better value with `binwidth`.
## Warning: Computation failed in `stat_bindot()`:
## attempt to apply non-function
## Warning: Computation failed in `stat_bindot()`:
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## Warning: Computation failed in `stat_bindot()`:
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## Warning: Computation failed in `stat_bindot()`:
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## Warning: Computation failed in `stat_bindot()`:
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## Warning: Computation failed in `stat_bindot()`:
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Now the plots live in things like wg1_violin_culture_comparisons$c0_violin_comparison
Cool now across I actually don’t think the other comparison makes sense because you’re comparing things across different gestures which defeats the purpose of the visualizations.
So anyway,
Stats
Could do ANOVAs but it doesn’t necessarily make sense since we’re just comparing two groups.
Now all that data lives in things like wg1_total_cultural_comparison_tables$c0_comparison that look like this: WG1-0 (this name isn’t here in the actual version, we just know from the naming scheme)
WG1
| groups | western_mean | eastern_mean | p | sig |
|---|---|---|---|---|
| openness | 3.710526 | 4.107143 | 1.00000 | |
| conflict | 3.855263 | 4.160714 | 1.00000 | |
| control | 4.210526 | 3.642857 | 0.69973 | |
| size | 4.276316 | 4.178571 | 1.00000 | |
| certainty | 4.921053 | 4.267857 | 0.13799 | |
| unity | 5.105263 | 4.535714 | 0.71207 |
## Saving 7 x 5 in image
| groups | western_mean | eastern_mean | p | sig |
|---|---|---|---|---|
| openness | 3.900000 | 3.5000 | 1.00000 | |
| conflict | 3.133333 | 3.9375 | 0.10881 | |
| control | 4.416667 | 3.8125 | 0.29329 | |
| size | 4.216667 | 3.8375 | 1.00000 | |
| certainty | 5.166667 | 3.7750 | 0.00000 | *** |
| unity | 5.400000 | 4.2750 | 0.00039 | *** |
## Saving 7 x 5 in image
| groups | western_mean | eastern_mean | p | sig |
|---|---|---|---|---|
| openness | 2.986111 | 3.105263 | 1.00000 | |
| conflict | 5.888889 | 4.986842 | 0.00703 | * |
| control | 4.694444 | 3.934210 | 0.02556 | * |
| size | 4.291667 | 4.197368 | 1.00000 | |
| certainty | 4.625000 | 4.184210 | 1.00000 | |
| unity | 3.625000 | 4.355263 | 0.20479 |
## Saving 7 x 5 in image
WG2
| groups | western_mean | eastern_mean | p | sig |
|---|---|---|---|---|
| openness | 3.381579 | 3.78 | 1.00000 | |
| conflict | 5.486842 | 3.94 | 0.00001 | *** |
| control | 4.618421 | 3.48 | 0.00168 | ** |
| size | 4.421053 | 4.12 | 1.00000 | |
| certainty | 4.276316 | 4.54 | 1.00000 | |
| unity | 4.263158 | 4.54 | 1.00000 |
## Saving 7 x 5 in image
| groups | western_mean | eastern_mean | p | sig |
|---|---|---|---|---|
| openness | 4.011905 | 2.937500 | 0.00014 | *** |
| conflict | 4.011905 | 4.921875 | 0.02176 | * |
| control | 3.892857 | 4.703125 | 0.03206 | * |
| size | 3.702381 | 3.406250 | 1.00000 | |
| certainty | 4.797619 | 4.453125 | 1.00000 | |
| unity | 4.702381 | 3.984375 | 0.03296 | * |
## Saving 7 x 5 in image
| groups | western_mean | eastern_mean | p | sig |
|---|---|---|---|---|
| openness | 3.657143 | 3.051282 | 0.21780 | |
| conflict | 4.957143 | 4.474359 | 1.00000 | |
| control | 4.600000 | 4.076923 | 0.69852 | |
| size | 4.171429 | 3.564103 | 0.34673 | |
| certainty | 4.957143 | 4.307692 | 0.06013 | * |
| unity | 4.928571 | 4.320513 | 0.22153 |
## Saving 7 x 5 in image
WG3
| groups | western_mean | eastern_mean | p | sig |
|---|---|---|---|---|
| openness | 3.756757 | 3.722222 | 1.00000 | |
| conflict | 3.297297 | 3.722222 | 1.00000 | |
| control | 4.324324 | 3.666667 | 0.26782 | |
| size | 5.027027 | 4.962963 | 1.00000 | |
| certainty | 4.783784 | 4.259259 | 0.23807 | |
| unity | 5.445946 | 5.000000 | 0.79275 |
## Saving 7 x 5 in image
| groups | western_mean | eastern_mean | p | sig |
|---|---|---|---|---|
| openness | 3.684210 | 3.500000 | 1.00000 | |
| conflict | 3.697368 | 3.833333 | 1.00000 | |
| control | 4.881579 | 3.727273 | 0.00099 | ** |
| size | 4.578947 | 4.106061 | 1.00000 | |
| certainty | 4.500000 | 4.196970 | 1.00000 | |
| unity | 4.907895 | 4.500000 | 1.00000 |
## Saving 7 x 5 in image
| groups | western_mean | eastern_mean | p | sig |
|---|---|---|---|---|
| openness | 4.739130 | 3.800000 | 0.00338 | ** |
| conflict | 3.119565 | 3.950000 | 0.02874 | * |
| control | 3.923913 | 3.683333 | 1.00000 | |
| size | 5.445652 | 4.833333 | 0.11437 | |
| certainty | 4.989130 | 4.233333 | 0.00460 | ** |
| unity | 5.554348 | 4.600000 | 0.00010 | *** |
## Saving 7 x 5 in image
WG4
| groups | western_mean | eastern_mean | p | sig |
|---|---|---|---|---|
| openness | 4.645161 | 4.7500 | 1.00000 | |
| conflict | 3.145161 | 3.3250 | 1.00000 | |
| control | 3.725807 | 3.1625 | 0.46166 | |
| size | 5.209677 | 4.6000 | 0.16060 | |
| certainty | 4.903226 | 4.8250 | 1.00000 | |
| unity | 5.306452 | 4.9500 | 1.00000 |
## Saving 7 x 5 in image
| groups | western_mean | eastern_mean | p | sig |
|---|---|---|---|---|
| openness | 4.659091 | 4.158537 | 0.38857 | |
| conflict | 3.545454 | 3.780488 | 1.00000 | |
| control | 4.045454 | 3.536585 | 0.68870 | |
| size | 5.431818 | 4.195122 | 0.00003 | *** |
| certainty | 4.954546 | 4.829268 | 1.00000 | |
| unity | 4.954546 | 4.646342 | 1.00000 |
## Saving 7 x 5 in image
| groups | western_mean | eastern_mean | p | sig |
|---|---|---|---|---|
| openness | 4.111111 | 3.783784 | 1.00000 | |
| conflict | 3.907407 | 4.067568 | 1.00000 | |
| control | 4.462963 | 3.351351 | 0.00091 | ** |
| size | 4.777778 | 4.527027 | 1.00000 | |
| certainty | 4.444444 | 4.337838 | 1.00000 | |
| unity | 4.740741 | 4.851351 | 1.00000 |
## Saving 7 x 5 in image
WG5
| groups | western_mean | eastern_mean | p | sig |
|---|---|---|---|---|
| openness | 4.454546 | 4.214286 | 1.00000 | |
| conflict | 2.886364 | 3.273810 | 1.00000 | |
| control | 3.318182 | 3.297619 | 1.00000 | |
| size | 4.454546 | 3.857143 | 0.47394 | |
| certainty | 4.363636 | 4.178571 | 1.00000 | |
| unity | 5.159091 | 4.857143 | 1.00000 |
## Saving 7 x 5 in image
| groups | western_mean | eastern_mean | p | sig |
|---|---|---|---|---|
| openness | 4.947368 | 3.9625 | 0.01141 | * |
| conflict | 3.578947 | 3.2625 | 1.00000 | |
| control | 4.157895 | 3.4875 | 0.56558 | |
| size | 4.684210 | 3.7375 | 0.00638 | * |
| certainty | 5.078947 | 3.8125 | 0.00045 | *** |
| unity | 5.894737 | 4.3375 | 0.00000 | *** |
## Saving 7 x 5 in image
| groups | western_mean | eastern_mean | p | sig |
|---|---|---|---|---|
| openness | 4.270833 | 4.390625 | 1.00000 | |
| conflict | 4.000000 | 3.578125 | 1.00000 | |
| control | 3.916667 | 3.656250 | 1.00000 | |
| size | 4.708333 | 4.171875 | 0.32606 | |
| certainty | 4.479167 | 4.265625 | 1.00000 | |
| unity | 4.875000 | 4.484375 | 1.00000 |
## Saving 7 x 5 in image
EG1
| groups | western_mean | eastern_mean | p | sig |
|---|---|---|---|---|
| openness | 3.939394 | 4.000000 | 1 | |
| conflict | 3.893939 | 3.862069 | 1 | |
| control | 3.636364 | 3.189655 | 1 | |
| size | 4.303030 | 4.275862 | 1 | |
| certainty | 4.212121 | 4.465517 | 1 | |
| unity | 4.772727 | 4.862069 | 1 |
## Saving 7 x 5 in image
| groups | western_mean | eastern_mean | p | sig |
|---|---|---|---|---|
| openness | 3.367647 | 3.166667 | 1.00000 | |
| conflict | 4.647059 | 4.187500 | 1.00000 | |
| control | 4.911765 | 4.229167 | 0.43542 | |
| size | 4.529412 | 3.770833 | 0.04422 | * |
| certainty | 4.617647 | 4.395833 | 1.00000 | |
| unity | 4.691177 | 4.437500 | 1.00000 |
## Saving 7 x 5 in image
| groups | western_mean | eastern_mean | p | sig |
|---|---|---|---|---|
| openness | 4.231482 | 3.685185 | 0.56295 | |
| conflict | 4.157407 | 4.185185 | 1.00000 | |
| control | 3.712963 | 3.277778 | 1.00000 | |
| size | 4.379630 | 4.444444 | 1.00000 | |
| certainty | 3.944444 | 4.092593 | 1.00000 | |
| unity | 4.768518 | 4.648148 | 1.00000 |
## Saving 7 x 5 in image
EG2
| groups | western_mean | eastern_mean | p | sig |
|---|---|---|---|---|
| openness | 3.369565 | 3.785714 | 1.00000 | |
| conflict | 4.445652 | 3.964286 | 1.00000 | |
| control | 4.391304 | 3.607143 | 0.61269 | |
| size | 4.293478 | 4.214286 | 1.00000 | |
| certainty | 4.445652 | 4.357143 | 1.00000 | |
| unity | 4.684783 | 4.642857 | 1.00000 |
## Saving 7 x 5 in image
| groups | western_mean | eastern_mean | p | sig |
|---|---|---|---|---|
| openness | 3.978723 | 3.75000 | 1.00000 | |
| conflict | 3.255319 | 3.96875 | 0.11945 | |
| control | 3.712766 | 3.81250 | 1.00000 | |
| size | 4.893617 | 4.00000 | 0.01229 | * |
| certainty | 4.723404 | 4.00000 | 0.01770 | * |
| unity | 5.308511 | 4.68750 | 0.24359 |
## Saving 7 x 5 in image
| groups | western_mean | eastern_mean | p | sig |
|---|---|---|---|---|
| openness | 3.441177 | 3.452381 | 1.00000 | |
| conflict | 4.686274 | 4.309524 | 1.00000 | |
| control | 4.205882 | 3.714286 | 1.00000 | |
| size | 4.666667 | 4.095238 | 0.41235 | |
| certainty | 4.098039 | 4.309524 | 1.00000 | |
| unity | 4.274510 | 4.452381 | 1.00000 |
## Saving 7 x 5 in image
EG3
| groups | western_mean | eastern_mean | p | sig |
|---|---|---|---|---|
| openness | 3.707317 | 3.696429 | 1.00000 | |
| conflict | 3.317073 | 4.053571 | 0.07923 | * |
| control | 4.036585 | 3.946429 | 1.00000 | |
| size | 4.707317 | 4.571429 | 1.00000 | |
| certainty | 4.963415 | 4.714286 | 1.00000 | |
| unity | 5.475610 | 4.982143 | 0.47833 |
## Saving 7 x 5 in image
| groups | western_mean | eastern_mean | p | sig |
|---|---|---|---|---|
| openness | 3.987179 | 4.142857 | 1.0000 | |
| conflict | 4.000000 | 3.476190 | 1.0000 | |
| control | 3.794872 | 3.571429 | 1.0000 | |
| size | 4.717949 | 4.000000 | 0.1541 | |
| certainty | 4.679487 | 4.785714 | 1.0000 | |
| unity | 5.282051 | 4.880952 | 1.0000 |
## Saving 7 x 5 in image
| groups | western_mean | eastern_mean | p | sig |
|---|---|---|---|---|
| openness | 3.988095 | 3.475 | 1.00000 | |
| conflict | 3.178571 | 4.425 | 0.00254 | ** |
| control | 3.904762 | 3.300 | 1.00000 | |
| size | 4.750000 | 4.275 | 1.00000 | |
| certainty | 4.785714 | 4.150 | 0.58306 | |
| unity | 5.547619 | 4.875 | 0.22946 |
## Saving 7 x 5 in image
EG4
| groups | western_mean | eastern_mean | p | sig |
|---|---|---|---|---|
| openness | 4.206522 | 3.578947 | 0.23434 | |
| conflict | 3.336956 | 4.157895 | 0.04647 | * |
| control | 4.184783 | 3.605263 | 0.97028 | |
| size | 5.141304 | 4.315790 | 0.01705 | * |
| certainty | 4.804348 | 4.578947 | 1.00000 | |
| unity | 5.260870 | 4.315790 | 0.01021 | * |
## Saving 7 x 5 in image
| groups | western_mean | eastern_mean | p | sig |
|---|---|---|---|---|
| openness | 4.1875 | 3.729167 | 0.78680 | |
| conflict | 3.9000 | 3.937500 | 1.00000 | |
| control | 4.1625 | 3.833333 | 1.00000 | |
| size | 5.0875 | 4.208333 | 0.01834 | * |
| certainty | 4.6125 | 4.916667 | 1.00000 | |
| unity | 4.9750 | 4.791667 | 1.00000 |
## Saving 7 x 5 in image
| groups | western_mean | eastern_mean | p | sig |
|---|---|---|---|---|
| openness | 3.935897 | 3.600 | 1.00000 | |
| conflict | 4.333333 | 4.000 | 1.00000 | |
| control | 4.730769 | 3.600 | 0.00316 | ** |
| size | 4.987179 | 4.425 | 0.48959 | |
| certainty | 4.717949 | 4.425 | 1.00000 | |
| unity | 4.923077 | 4.400 | 0.71649 |
## Saving 7 x 5 in image
Are these powers good enough?
Quick spot check…
Short Answer: yes because we grouped so n = 2n lol. Interestingly, only for the significant differences do we see powers > 0.8. I mean not that interestingly cause like that’s how effect size works but still. Anyway, power is definitely high enough.
Example usage:
cond_power <- calculate_power_for_condition(wg2_total, "conflict", "original")Then you get a variable called cond_power you can use to see the actual power through cond_power$power. In this case our power is 0.9946474
Analyzing with high/med/low
Now analyze high/med/low
Do some STATS on these puppies.
- Tell if proportion between groups are sig.
## Warning in prop.test(x = c(w$clow, e$clow), n = c(wsum, esum)): Chi-squared
## approximation may be incorrect
## Warning in prop.test(x = c(w$clow, e$clow), n = c(wsum, esum)): Chi-squared
## approximation may be incorrect
## Warning in prop.test(x = c(w$clow, e$clow), n = c(wsum, esum)): Chi-squared
## approximation may be incorrect
## Warning in prop.test(x = c(w$clow, e$clow), n = c(wsum, esum)): Chi-squared
## approximation may be incorrect
## Warning in prop.test(x = c(w$clow, e$clow), n = c(wsum, esum)): Chi-squared
## approximation may be incorrect
## Warning in prop.test(x = c(w$clow, e$clow), n = c(wsum, esum)): Chi-squared
## approximation may be incorrect
## Warning in prop.test(x = c(w$clow, e$clow), n = c(wsum, esum)): Chi-squared
## approximation may be incorrect
## Warning in prop.test(x = c(w$clow, e$clow), n = c(wsum, esum)): Chi-squared
## approximation may be incorrect
## Warning in prop.test(x = c(w$clow, e$clow), n = c(wsum, esum)): Chi-squared
## approximation may be incorrect
## Warning in prop.test(x = c(w$clow, e$clow), n = c(wsum, esum)): Chi-squared
## approximation may be incorrect
## Warning in prop.test(x = c(w$clow, e$clow), n = c(wsum, esum)): Chi-squared
## approximation may be incorrect
## Warning in prop.test(x = c(w$clow, e$clow), n = c(wsum, esum)): Chi-squared
## approximation may be incorrect
## Warning in prop.test(x = c(w$clow, e$clow), n = c(wsum, esum)): Chi-squared
## approximation may be incorrect
## Warning in prop.test(x = c(w$clow, e$clow), n = c(wsum, esum)): Chi-squared
## approximation may be incorrect
## Warning in prop.test(x = c(w$clow, e$clow), n = c(wsum, esum)): Chi-squared
## approximation may be incorrect
## Warning in prop.test(x = c(w$clow, e$clow), n = c(wsum, esum)): Chi-squared
## approximation may be incorrect
## Warning in prop.test(x = c(w$clow, e$clow), n = c(wsum, esum)): Chi-squared
## approximation may be incorrect
## Warning in prop.test(x = c(w$clow, e$clow), n = c(wsum, esum)): Chi-squared
## approximation may be incorrect
## Warning in prop.test(x = c(w$clow, e$clow), n = c(wsum, esum)): Chi-squared
## approximation may be incorrect
## Warning in prop.test(x = c(w$clow, e$clow), n = c(wsum, esum)): Chi-squared
## approximation may be incorrect
## Warning in prop.test(x = c(w$clow, e$clow), n = c(wsum, esum)): Chi-squared
## approximation may be incorrect
## Warning in prop.test(x = c(w$clow, e$clow), n = c(wsum, esum)): Chi-squared
## approximation may be incorrect
## Warning in prop.test(x = c(w$clow, e$clow), n = c(wsum, esum)): Chi-squared
## approximation may be incorrect
## Warning in prop.test(x = c(w$clow, e$clow), n = c(wsum, esum)): Chi-squared
## approximation may be incorrect## Warning in prop.test(x = c(w$bmedium, e$bmedium), n = c(wsum, esum)): Chi-
## squared approximation may be incorrect## Warning in prop.test(x = c(w$clow, e$clow), n = c(wsum, esum)): Chi-squared
## approximation may be incorrect
## Warning in prop.test(x = c(w$clow, e$clow), n = c(wsum, esum)): Chi-squared
## approximation may be incorrect
## Warning in prop.test(x = c(w$clow, e$clow), n = c(wsum, esum)): Chi-squared
## approximation may be incorrect
## Warning in prop.test(x = c(w$clow, e$clow), n = c(wsum, esum)): Chi-squared
## approximation may be incorrect
## Warning in prop.test(x = c(w$clow, e$clow), n = c(wsum, esum)): Chi-squared
## approximation may be incorrect
## Warning in prop.test(x = c(w$clow, e$clow), n = c(wsum, esum)): Chi-squared
## approximation may be incorrect
## Warning in prop.test(x = c(w$clow, e$clow), n = c(wsum, esum)): Chi-squared
## approximation may be incorrect
## Warning in prop.test(x = c(w$clow, e$clow), n = c(wsum, esum)): Chi-squared
## approximation may be incorrect
## Warning in prop.test(x = c(w$clow, e$clow), n = c(wsum, esum)): Chi-squared
## approximation may be incorrect
## Warning in prop.test(x = c(w$clow, e$clow), n = c(wsum, esum)): Chi-squared
## approximation may be incorrect
## Warning in prop.test(x = c(w$clow, e$clow), n = c(wsum, esum)): Chi-squared
## approximation may be incorrect
## Warning in prop.test(x = c(w$clow, e$clow), n = c(wsum, esum)): Chi-squared
## approximation may be incorrect
## Warning in prop.test(x = c(w$clow, e$clow), n = c(wsum, esum)): Chi-squared
## approximation may be incorrect
## Warning in prop.test(x = c(w$clow, e$clow), n = c(wsum, esum)): Chi-squared
## approximation may be incorrect
## Warning in prop.test(x = c(w$clow, e$clow), n = c(wsum, esum)): Chi-squared
## approximation may be incorrect
## Warning in prop.test(x = c(w$clow, e$clow), n = c(wsum, esum)): Chi-squared
## approximation may be incorrect
## Warning in prop.test(x = c(w$clow, e$clow), n = c(wsum, esum)): Chi-squared
## approximation may be incorrect
## Warning in prop.test(x = c(w$clow, e$clow), n = c(wsum, esum)): Chi-squared
## approximation may be incorrect
## Warning in prop.test(x = c(w$clow, e$clow), n = c(wsum, esum)): Chi-squared
## approximation may be incorrectDisplay these bad puppies now 
## Saving 7 x 5 in image
| condition | group | high_comp | adjusted_high_comp | med_comp | adjusted_med_comp | low_comp | adjusted_low_comp |
|---|---|---|---|---|---|---|---|
| cond1 | certainty | 0 *** | *** | 0.0073 * | * | 0.0011 ** | ** |
| cond1 | conflict | 0.0346 * | 0.4369 | 0.0023 ** | * | ||
| cond1 | control | 6e-04 ** | ** | 0.0085 * | * | 0.4706 | |
| cond1 | unity | 1e-04 *** | *** | 0.0015 ** | ** | 0.2869 | |
| cond1 | openness | 0.0083 * | * | 0.052 | 0.6696 | ||
| cond1 | size | 0.5599 | 0.941 | 0.6956 | |||
| cond2 | certainty | 0.0479 * | 0.0661 | 0.9253 | |||
| cond2 | conflict | 0.0085 * | * | 0.0062 * | * | 1 | |
| cond2 | control | 0.0033 ** | * | 0.1239 | 0.0657 | ||
| cond2 | unity | 0.0923 | 0.5952 | 0.0091 * | * | ||
| cond2 | openness | 0.7084 | 0.2458 | 0.4417 | |||
| cond2 | size | 0.6396 | 0.0541 | 0.0792 | |||
| original | certainty | 0.0649 | 0.3708 | 0.133 | |||
| original | conflict | 0.2814 | 1 | 0.2729 | |||
| original | control | 0.1572 | 0.6769 | 0.3501 | |||
| original | unity | 0.1984 | 0.3548 | 0.7008 | |||
| original | openness | 0.1181 | 0.4979 | 0.4425 | |||
| original | size | 1 | 1 | 1 |
| group | condition | viewer_culture | ahigh | bmedium | clow | sd | avg |
|---|---|---|---|---|---|---|---|
| certainty | cond1 | eastern | 21 | 39 | 20 | 1.483880 | 3.775000 |
| certainty | cond1 | western | 43 | 15 | 2 | 1.152251 | 5.166667 |
| conflict | cond1 | eastern | 35 | 26 | 19 | 1.648503 | 3.937500 |
| conflict | cond1 | western | 15 | 15 | 30 | 1.863718 | 3.133333 |
| control | cond1 | eastern | 20 | 43 | 17 | 1.459094 | 3.812500 |
| control | cond1 | western | 33 | 18 | 9 | 1.618659 | 4.416667 |
| openness | cond1 | eastern | 18 | 41 | 21 | 1.359449 | 3.500000 |
| openness | cond1 | western | 27 | 20 | 13 | 1.782210 | 3.900000 |
| size | cond1 | eastern | 27 | 35 | 18 | 1.641578 | 3.837500 |
| size | cond1 | western | 24 | 25 | 11 | 1.688362 | 4.216667 |
| unity | cond1 | eastern | 36 | 33 | 11 | 1.542438 | 4.275000 |
| unity | cond1 | western | 47 | 9 | 4 | 1.520482 | 5.400000 |
| certainty | cond2 | eastern | 32 | 32 | 12 | 1.457949 | 4.184210 |
| certainty | cond2 | western | 43 | 19 | 10 | 1.656719 | 4.625000 |
| conflict | cond2 | eastern | 49 | 22 | 5 | 1.509909 | 4.986842 |
| conflict | cond2 | western | 61 | 7 | 4 | 1.605936 | 5.888889 |
| control | cond2 | eastern | 24 | 38 | 14 | 1.359760 | 3.934210 |
| control | cond2 | western | 41 | 26 | 5 | 1.580149 | 4.694444 |
| openness | cond2 | eastern | 8 | 41 | 27 | 1.322411 | 3.105263 |
| openness | cond2 | western | 10 | 31 | 31 | 1.640105 | 2.986111 |
| size | cond2 | eastern | 33 | 36 | 7 | 1.254536 | 4.197368 |
| size | cond2 | western | 35 | 22 | 15 | 1.755775 | 4.291667 |
| unity | cond2 | eastern | 40 | 23 | 13 | 1.572293 | 4.355263 |
| unity | cond2 | western | 27 | 18 | 27 | 2.058562 | 3.625000 |
| certainty | original | eastern | 27 | 22 | 7 | 1.394679 | 4.267857 |
| certainty | original | western | 50 | 23 | 3 | 1.512289 | 4.921053 |
| conflict | original | eastern | 29 | 15 | 12 | 1.659976 | 4.160714 |
| conflict | original | western | 31 | 21 | 24 | 1.957576 | 3.855263 |
| control | original | eastern | 16 | 25 | 15 | 1.611646 | 3.642857 |
| control | original | western | 32 | 30 | 14 | 1.783747 | 4.210526 |
| openness | original | eastern | 22 | 26 | 8 | 1.497617 | 4.107143 |
| openness | original | western | 19 | 41 | 16 | 1.393468 | 3.710526 |
| size | original | eastern | 26 | 19 | 11 | 1.573729 | 4.178571 |
| size | original | western | 35 | 26 | 15 | 1.755742 | 4.276316 |
| unity | original | eastern | 29 | 19 | 8 | 1.662028 | 4.535714 |
| unity | original | western | 49 | 19 | 8 | 1.747981 | 5.105263 |
## Saving 7 x 5 in image
| condition | group | high_comp | adjusted_high_comp | med_comp | adjusted_med_comp | low_comp | adjusted_low_comp |
|---|---|---|---|---|---|---|---|
| cond1 | certainty | 0.0911 | 0.0188 * | 0.5876 | |||
| cond1 | conflict | 0.0028 ** | * | 0.5897 | 0.0033 ** | * | |
| cond1 | control | 0.0022 ** | * | 0.2367 | 0.0187 * | ||
| cond1 | unity | 2e-04 *** | ** | 0.0025 ** | * | 0.3689 | |
| cond1 | openness | 1e-04 *** | *** | 0.7912 | 0.0011 ** | ** | |
| cond1 | size | 0.6072 | 0.3881 | 0.808 | |||
| cond2 | certainty | 0.0114 * | * | 0.0905 | 0.1894 | ||
| cond2 | conflict | 0.3227 | 0.4044 | 0.8867 | |||
| cond2 | control | 0.1787 | 0.9272 | 0.1441 | |||
| cond2 | unity | 0.0614 | 0.1094 | 0.7802 | |||
| cond2 | openness | 0.0018 ** | * | 0.4443 | 0.0789 | ||
| cond2 | size | 0.1245 | 0.7058 | 0.2709 | |||
| original | certainty | 0.8555 | 0.586 | 0.1679 | |||
| original | conflict | 3e-04 *** | ** | 0.1421 | 0.0018 ** | * | |
| original | control | 6e-04 ** | ** | 0.6374 | 5e-04 ** | ** | |
| original | unity | 0.8555 | 0.586 | 0.1679 | |||
| original | openness | 0.5125 | 0.5387 | 0.127 | |||
| original | size | 0.0631 | 0.0211 * | 0.8278 |
| group | condition | viewer_culture | ahigh | bmedium | clow | sd | avg |
|---|---|---|---|---|---|---|---|
| certainty | cond1 | eastern | 33 | 26 | 5 | 1.356111 | 4.453125 |
| certainty | cond1 | western | 56 | 18 | 10 | 1.566054 | 4.797619 |
| conflict | cond1 | eastern | 47 | 12 | 5 | 1.461731 | 4.921875 |
| conflict | cond1 | western | 40 | 20 | 24 | 2.020939 | 4.011905 |
| control | cond1 | eastern | 40 | 19 | 5 | 1.421822 | 4.703125 |
| control | cond1 | western | 30 | 34 | 20 | 1.803730 | 3.892857 |
| openness | cond1 | eastern | 5 | 32 | 27 | 1.258306 | 2.937500 |
| openness | cond1 | western | 31 | 39 | 14 | 1.624319 | 4.011905 |
| size | cond1 | eastern | 15 | 29 | 20 | 1.519385 | 3.406250 |
| size | cond1 | western | 24 | 31 | 29 | 1.808812 | 3.702381 |
| unity | cond1 | eastern | 19 | 34 | 11 | 1.339180 | 3.984375 |
| unity | cond1 | western | 52 | 23 | 9 | 1.519193 | 4.702381 |
| certainty | cond2 | eastern | 34 | 35 | 9 | 1.379890 | 4.307692 |
| certainty | cond2 | western | 46 | 21 | 3 | 1.387686 | 4.957143 |
| conflict | cond2 | eastern | 44 | 20 | 14 | 1.641383 | 4.474359 |
| conflict | cond2 | western | 46 | 13 | 11 | 1.906782 | 4.957143 |
| control | cond2 | eastern | 36 | 25 | 17 | 1.703848 | 4.076923 |
| control | cond2 | western | 41 | 21 | 8 | 1.627660 | 4.600000 |
| openness | cond2 | eastern | 9 | 36 | 33 | 1.357016 | 3.051282 |
| openness | cond2 | western | 24 | 27 | 19 | 1.684419 | 3.657143 |
| size | cond2 | eastern | 25 | 29 | 24 | 1.499695 | 3.564103 |
| size | cond2 | western | 32 | 23 | 15 | 1.809567 | 4.171429 |
| unity | cond2 | eastern | 36 | 32 | 10 | 1.445940 | 4.320513 |
| unity | cond2 | western | 44 | 19 | 7 | 1.635843 | 4.928571 |
| certainty | original | eastern | 26 | 21 | 3 | 1.487499 | 4.540000 |
| certainty | original | western | 37 | 27 | 12 | 1.545735 | 4.276316 |
| conflict | original | eastern | 20 | 18 | 12 | 1.671001 | 3.940000 |
| conflict | original | western | 56 | 17 | 3 | 1.446775 | 5.486842 |
| control | original | eastern | 12 | 20 | 18 | 1.656650 | 3.480000 |
| control | original | western | 43 | 26 | 7 | 1.441916 | 4.618421 |
| openness | original | eastern | 16 | 24 | 10 | 1.418392 | 3.780000 |
| openness | original | western | 19 | 31 | 26 | 1.566032 | 3.381579 |
| size | original | eastern | 19 | 24 | 7 | 1.479658 | 4.120000 |
| size | original | western | 43 | 20 | 13 | 1.551457 | 4.421053 |
| unity | original | eastern | 26 | 21 | 3 | 1.388142 | 4.540000 |
| unity | original | western | 37 | 27 | 12 | 1.586345 | 4.263158 |
## Saving 7 x 5 in image
| condition | group | high_comp | adjusted_high_comp | med_comp | adjusted_med_comp | low_comp | adjusted_low_comp |
|---|---|---|---|---|---|---|---|
| cond1 | certainty | 0.1589 | 0.1786 | 1 | |||
| cond1 | conflict | 0.56 | 0.0421 * | 0.1716 | |||
| cond1 | control | 0 *** | *** | 0.0054 * | * | 0.0604 | |
| cond1 | unity | 0.0539 | 0.1334 | 0.5768 | |||
| cond1 | openness | 0.3426 | 0.4781 | 1 | |||
| cond1 | size | 0.2576 | 0.371 | 0.8372 | |||
| cond2 | certainty | 0.002 ** | * | 0.012 * | * | 0.3186 | |
| cond2 | conflict | 0.2784 | 0.0164 * | * | 3e-04 *** | ** | |
| cond2 | control | 0.2462 | 0.3354 | 0.9681 | |||
| cond2 | unity | 6e-04 ** | ** | 2e-04 *** | ** | 1 | |
| cond2 | openness | 7e-04 ** | ** | 0.0345 * | 0.1132 | ||
| cond2 | size | 0.9553 | 0.7507 | 0.1556 | |||
| original | certainty | 0.0781 | 0.3245 | 0.2332 | |||
| original | conflict | 0.6794 | 0.1621 | 0.0379 * | |||
| original | control | 0.0127 * | * | 0.0352 * | 0.766 | ||
| original | unity | 0.6794 | 0.9617 | 0.7182 | |||
| original | openness | 0.4476 | 0.377 | 1 | |||
| original | size | 1 | 0.3779 | 0.2397 |
| group | condition | viewer_culture | ahigh | bmedium | clow | sd | avg |
|---|---|---|---|---|---|---|---|
| certainty | cond1 | eastern | 26 | 29 | 11 | 1.480330 | 4.196970 |
| certainty | cond1 | western | 40 | 24 | 12 | 1.807392 | 4.500000 |
| conflict | cond1 | eastern | 22 | 30 | 14 | 1.535060 | 3.833333 |
| conflict | cond1 | western | 30 | 21 | 25 | 1.918470 | 3.697368 |
| control | cond1 | eastern | 21 | 26 | 19 | 1.534681 | 3.727273 |
| control | cond1 | western | 52 | 13 | 11 | 1.854487 | 4.881579 |
| openness | cond1 | eastern | 16 | 30 | 20 | 1.480644 | 3.500000 |
| openness | cond1 | western | 25 | 29 | 22 | 1.760383 | 3.684210 |
| size | cond1 | eastern | 31 | 21 | 14 | 1.656027 | 4.106061 |
| size | cond1 | western | 44 | 18 | 14 | 1.730227 | 4.578947 |
| unity | cond1 | eastern | 31 | 28 | 7 | 1.438482 | 4.500000 |
| unity | cond1 | western | 49 | 22 | 5 | 1.609784 | 4.907895 |
| certainty | cond2 | eastern | 23 | 32 | 5 | 1.212459 | 4.233333 |
| certainty | cond2 | western | 60 | 29 | 3 | 1.305058 | 4.989130 |
| conflict | cond2 | eastern | 20 | 30 | 10 | 1.522988 | 3.950000 |
| conflict | cond2 | western | 22 | 27 | 43 | 1.753128 | 3.119565 |
| control | cond2 | eastern | 19 | 25 | 16 | 1.589069 | 3.683333 |
| control | cond2 | western | 39 | 30 | 23 | 1.835149 | 3.923913 |
| openness | cond2 | eastern | 17 | 30 | 13 | 1.387596 | 3.800000 |
| openness | cond2 | western | 53 | 29 | 10 | 1.702419 | 4.739130 |
| size | cond2 | eastern | 40 | 16 | 4 | 1.277798 | 4.833333 |
| size | cond2 | western | 63 | 28 | 1 | 1.578455 | 5.445652 |
| unity | cond2 | eastern | 31 | 27 | 2 | 1.167353 | 4.600000 |
| unity | cond2 | western | 73 | 15 | 4 | 1.345437 | 5.554348 |
| certainty | original | eastern | 22 | 26 | 6 | 1.216012 | 4.259259 |
| certainty | original | western | 43 | 28 | 3 | 1.274301 | 4.783784 |
| conflict | original | eastern | 15 | 28 | 11 | 1.446096 | 3.722222 |
| conflict | original | western | 17 | 28 | 29 | 1.523602 | 3.297297 |
| control | original | eastern | 15 | 26 | 13 | 1.400808 | 3.666667 |
| control | original | western | 38 | 21 | 15 | 1.814010 | 4.324324 |
| openness | original | eastern | 14 | 27 | 13 | 1.265160 | 3.722222 |
| openness | original | western | 25 | 30 | 19 | 1.636994 | 3.756757 |
| size | original | eastern | 38 | 13 | 3 | 1.273281 | 4.962963 |
| size | original | western | 52 | 12 | 10 | 1.857771 | 5.027027 |
| unity | original | eastern | 39 | 12 | 3 | 1.303117 | 5.000000 |
| unity | original | western | 57 | 15 | 2 | 1.396099 | 5.445946 |
## Saving 7 x 5 in image
| condition | group | high_comp | adjusted_high_comp | med_comp | adjusted_med_comp | low_comp | adjusted_low_comp |
|---|---|---|---|---|---|---|---|
| cond1 | certainty | 1 | 0.7218 | 0.3215 | |||
| cond1 | conflict | 1 | 0.8026 | 0.9077 | |||
| cond1 | control | 0.2899 | 0.6541 | 0.0545 | |||
| cond1 | unity | 0.6181 | 0.9334 | 0.6014 | |||
| cond1 | openness | 0.2317 | 0.9062 | 0.1555 | |||
| cond1 | size | 0.0037 ** | * | 0.1658 | 0.0188 * | ||
| cond2 | certainty | 0.8704 | 1 | 0.9284 | |||
| cond2 | conflict | 0.0891 | 0.0173 * | 0.6794 | |||
| cond2 | control | 0.0275 * | 0.8268 | 0.0025 ** | * | ||
| cond2 | unity | 0.5348 | 0.9855 | 0.4055 | |||
| cond2 | openness | 0.3335 | 0.8268 | 0.5112 | |||
| cond2 | size | 0.4612 | 0.8351 | 0.5597 | |||
| original | certainty | 0.8583 | 0.2927 | 0.2846 | |||
| original | conflict | 0.9317 | 0.6021 | 0.7996 | |||
| original | control | 0.1413 | 0.6856 | 0.0509 | |||
| original | unity | 0.0728 | 0.0919 | 0.848 | |||
| original | openness | 0.7672 | 0.7502 | 0.1691 | |||
| original | size | 0.0768 | 0.1314 | 0.7655 |
| group | condition | viewer_culture | ahigh | bmedium | clow | sd | avg |
|---|---|---|---|---|---|---|---|
| certainty | cond1 | eastern | 51 | 24 | 7 | 1.412509 | 4.829268 |
| certainty | cond1 | western | 28 | 15 | 1 | 1.140268 | 4.954546 |
| conflict | cond1 | eastern | 25 | 35 | 22 | 1.571540 | 3.780488 |
| conflict | cond1 | western | 14 | 17 | 13 | 1.648883 | 3.545454 |
| control | cond1 | eastern | 21 | 38 | 23 | 1.508782 | 3.536585 |
| control | cond1 | western | 16 | 23 | 5 | 1.363214 | 4.045454 |
| openness | cond1 | eastern | 36 | 34 | 12 | 1.328412 | 4.158537 |
| openness | cond1 | western | 25 | 17 | 2 | 1.180130 | 4.659091 |
| size | cond1 | eastern | 38 | 32 | 12 | 1.518926 | 4.195122 |
| size | cond1 | western | 33 | 11 | 0 | 1.208453 | 5.431818 |
| unity | cond1 | eastern | 47 | 30 | 5 | 1.200534 | 4.646342 |
| unity | cond1 | western | 28 | 15 | 1 | 1.140268 | 4.954546 |
| certainty | cond2 | eastern | 32 | 35 | 7 | 1.252691 | 4.337838 |
| certainty | cond2 | western | 25 | 25 | 4 | 1.312734 | 4.444444 |
| conflict | cond2 | eastern | 37 | 17 | 20 | 1.762090 | 4.067568 |
| conflict | cond2 | western | 18 | 24 | 12 | 1.707569 | 3.907407 |
| control | cond2 | eastern | 18 | 33 | 23 | 1.599935 | 3.351351 |
| control | cond2 | western | 24 | 26 | 4 | 1.449957 | 4.462963 |
| openness | cond2 | eastern | 19 | 41 | 14 | 1.185186 | 3.783784 |
| openness | cond2 | western | 19 | 28 | 7 | 1.312734 | 4.111111 |
| size | cond2 | eastern | 42 | 23 | 9 | 1.435585 | 4.527027 |
| size | cond2 | western | 35 | 15 | 4 | 1.409759 | 4.777778 |
| unity | cond2 | eastern | 49 | 22 | 3 | 1.178372 | 4.851351 |
| unity | cond2 | western | 32 | 17 | 5 | 1.556304 | 4.740741 |
| certainty | original | eastern | 48 | 27 | 5 | 1.280575 | 4.825000 |
| certainty | original | western | 39 | 15 | 8 | 1.656677 | 4.903226 |
| conflict | original | eastern | 19 | 29 | 32 | 1.573314 | 3.325000 |
| conflict | original | western | 16 | 19 | 27 | 1.735330 | 3.145161 |
| control | original | eastern | 16 | 31 | 33 | 1.496356 | 3.162500 |
| control | original | western | 20 | 27 | 15 | 1.661220 | 3.725807 |
| openness | original | eastern | 47 | 29 | 4 | 1.307234 | 4.750000 |
| openness | original | western | 34 | 20 | 8 | 1.589894 | 4.645161 |
| size | original | eastern | 44 | 30 | 6 | 1.419574 | 4.600000 |
| size | original | western | 44 | 15 | 3 | 1.450123 | 5.209677 |
| unity | original | eastern | 54 | 19 | 7 | 1.358517 | 4.950000 |
| unity | original | western | 51 | 7 | 4 | 1.421021 | 5.306452 |
## Saving 7 x 5 in image
| condition | group | high_comp | adjusted_high_comp | med_comp | adjusted_med_comp | low_comp | adjusted_low_comp |
|---|---|---|---|---|---|---|---|
| cond1 | certainty | 1e-04 *** | *** | 0.029 * | 0.0709 | ||
| cond1 | conflict | 0.0824 | 0.0571 | 0.8929 | |||
| cond1 | control | 0.411 | 0.5705 | 0.0917 | |||
| cond1 | unity | 0.0026 ** | * | 0.3033 | 0.0074 * | * | |
| cond1 | openness | 0.0157 * | * | 0.5957 | 0.0281 * | ||
| cond1 | size | 0.2775 | 0.2187 | 0.0013 ** | ** | ||
| cond2 | certainty | 0.8053 | 1 | 0.4912 | |||
| cond2 | conflict | 0.0204 * | 0.0031 ** | * | 0.6043 | ||
| cond2 | control | 0.6043 | 0.8914 | 0.8659 | |||
| cond2 | unity | 0.6374 | 0.7513 | 1 | |||
| cond2 | openness | 0.9781 | 0.5302 | 0.427 | |||
| cond2 | size | 0.0459 * | 0.525 | 0.0671 | |||
| original | certainty | 0.0285 * | 0.0034 ** | * | 0.4823 | ||
| original | conflict | 0.2724 | 1 | 0.3295 | |||
| original | control | 1 | 0.9903 | 1 | |||
| original | unity | 0.3698 | 0.2906 | 1 | |||
| original | openness | 0.3576 | 0.7172 | 0.6077 | |||
| original | size | 0.3777 | 0.8234 | 0.0987 |
| group | condition | viewer_culture | ahigh | bmedium | clow | sd | avg |
|---|---|---|---|---|---|---|---|
| certainty | cond1 | eastern | 20 | 44 | 16 | 1.423970 | 3.812500 |
| certainty | cond1 | western | 24 | 12 | 2 | 1.477426 | 5.078947 |
| conflict | cond1 | eastern | 16 | 35 | 29 | 1.456055 | 3.262500 |
| conflict | cond1 | western | 14 | 9 | 15 | 1.995015 | 3.578947 |
| control | cond1 | eastern | 20 | 34 | 26 | 1.721008 | 3.487500 |
| control | cond1 | western | 13 | 19 | 6 | 1.668894 | 4.157895 |
| openness | cond1 | eastern | 28 | 33 | 19 | 1.664550 | 3.962500 |
| openness | cond1 | western | 23 | 13 | 2 | 1.354619 | 4.947368 |
| size | cond1 | eastern | 26 | 33 | 21 | 1.532300 | 3.737500 |
| size | cond1 | western | 17 | 21 | 0 | 1.232560 | 4.684210 |
| unity | cond1 | eastern | 43 | 21 | 16 | 1.675918 | 4.337500 |
| unity | cond1 | western | 32 | 6 | 0 | 1.109893 | 5.894737 |
| certainty | cond2 | eastern | 28 | 30 | 6 | 1.312240 | 4.265625 |
| certainty | cond2 | western | 23 | 23 | 2 | 1.071678 | 4.479167 |
| conflict | cond2 | eastern | 16 | 32 | 16 | 1.434326 | 3.578125 |
| conflict | cond2 | western | 23 | 10 | 15 | 1.845062 | 4.000000 |
| control | cond2 | eastern | 16 | 34 | 14 | 1.405417 | 3.656250 |
| control | cond2 | western | 15 | 24 | 9 | 1.485151 | 3.916667 |
| openness | cond2 | eastern | 28 | 33 | 3 | 1.352448 | 4.390625 |
| openness | cond2 | western | 22 | 21 | 5 | 1.198218 | 4.270833 |
| size | cond2 | eastern | 24 | 29 | 11 | 1.464443 | 4.171875 |
| size | cond2 | western | 28 | 18 | 2 | 1.071057 | 4.708333 |
| unity | cond2 | eastern | 36 | 23 | 5 | 1.402856 | 4.484375 |
| unity | cond2 | western | 30 | 15 | 3 | 1.408561 | 4.875000 |
| certainty | original | eastern | 33 | 41 | 10 | 1.465760 | 4.178571 |
| certainty | original | western | 27 | 9 | 8 | 1.792632 | 4.363636 |
| conflict | original | eastern | 22 | 29 | 33 | 1.467324 | 3.273810 |
| conflict | original | western | 7 | 15 | 22 | 1.845370 | 2.886364 |
| control | original | eastern | 20 | 29 | 35 | 1.663063 | 3.297619 |
| control | original | western | 10 | 16 | 18 | 1.708702 | 3.318182 |
| openness | original | eastern | 41 | 25 | 18 | 1.650640 | 4.214286 |
| openness | original | western | 26 | 11 | 7 | 1.860914 | 4.454546 |
| size | original | eastern | 30 | 35 | 19 | 1.715576 | 3.857143 |
| size | original | western | 20 | 20 | 4 | 1.437934 | 4.454546 |
| unity | original | eastern | 51 | 26 | 7 | 1.423917 | 4.857143 |
| unity | original | western | 31 | 9 | 4 | 1.641655 | 5.159091 |
## Saving 7 x 5 in image
| condition | group | high_comp | adjusted_high_comp | med_comp | adjusted_med_comp | low_comp | adjusted_low_comp |
|---|---|---|---|---|---|---|---|
| cond1 | certainty | 1 | 1 | 0.9425 | |||
| cond1 | conflict | 0.0838 | 0.1082 | 0.9109 | |||
| cond1 | control | 0.3007 | 0.9836 | 0.0643 | |||
| cond1 | unity | 0.9318 | 0.9944 | 1 | |||
| cond1 | openness | 0.1537 | 0.5958 | 0.6602 | |||
| cond1 | size | 0.0224 * | 0.197 | 0.2854 | |||
| cond2 | certainty | 0.6006 | 0.6968 | 1 | |||
| cond2 | conflict | 0.7811 | 1 | 0.6071 | |||
| cond2 | control | 0.9518 | 0.0198 * | 0.0252 * | |||
| cond2 | unity | 0.7769 | 0.5083 | 0.7737 | |||
| cond2 | openness | 0.453 | 0.085 | 2e-04 *** | ** | ||
| cond2 | size | 0.541 | 0.2727 | 0.6729 | |||
| original | certainty | 1 | 0.9484 | 0.733 | |||
| original | conflict | 0.5622 | 0.3242 | 0.77 | |||
| original | control | 0.2872 | 1 | 0.2827 | |||
| original | unity | 0.3057 | 0.7973 | 0.3531 | |||
| original | openness | 0.3667 | 0.2077 | 0.7594 | |||
| original | size | 0.9118 | 0.42 | 0.4043 |
| group | condition | viewer_culture | ahigh | bmedium | clow | sd | avg |
|---|---|---|---|---|---|---|---|
| certainty | cond1 | eastern | 25 | 17 | 6 | 1.469398 | 4.395833 |
| certainty | cond1 | western | 36 | 25 | 7 | 1.496557 | 4.617647 |
| conflict | cond1 | eastern | 21 | 18 | 9 | 1.770398 | 4.187500 |
| conflict | cond1 | western | 42 | 15 | 11 | 1.590688 | 4.647059 |
| control | cond1 | eastern | 22 | 16 | 10 | 1.836273 | 4.229167 |
| control | cond1 | western | 39 | 24 | 5 | 1.493621 | 4.911765 |
| openness | cond1 | eastern | 6 | 23 | 19 | 1.477971 | 3.166667 |
| openness | cond1 | western | 17 | 28 | 23 | 1.505259 | 3.367647 |
| size | cond1 | eastern | 13 | 25 | 10 | 1.292196 | 3.770833 |
| size | cond1 | western | 34 | 26 | 8 | 1.440052 | 4.529412 |
| unity | cond1 | eastern | 27 | 15 | 6 | 1.457282 | 4.437500 |
| unity | cond1 | western | 40 | 20 | 8 | 1.528411 | 4.691177 |
| certainty | cond2 | eastern | 21 | 27 | 6 | 1.349612 | 4.092593 |
| certainty | cond2 | western | 36 | 59 | 13 | 1.251790 | 3.944444 |
| conflict | cond2 | eastern | 25 | 18 | 11 | 1.694320 | 4.185185 |
| conflict | cond2 | western | 54 | 37 | 17 | 1.511093 | 4.157407 |
| control | cond2 | eastern | 17 | 14 | 23 | 1.805826 | 3.277778 |
| control | cond2 | western | 32 | 50 | 26 | 1.414550 | 3.712963 |
| openness | cond2 | eastern | 17 | 21 | 16 | 1.789108 | 3.685185 |
| openness | cond2 | western | 42 | 59 | 7 | 1.227462 | 4.231482 |
| size | cond2 | eastern | 30 | 16 | 8 | 1.513046 | 4.444444 |
| size | cond2 | western | 53 | 43 | 12 | 1.385624 | 4.379630 |
| unity | cond2 | eastern | 31 | 19 | 4 | 1.455729 | 4.648148 |
| unity | cond2 | western | 66 | 31 | 11 | 1.621160 | 4.768518 |
| certainty | original | eastern | 28 | 25 | 5 | 1.273419 | 4.465517 |
| certainty | original | western | 31 | 27 | 8 | 1.451950 | 4.212121 |
| conflict | original | eastern | 19 | 28 | 11 | 1.515398 | 3.862069 |
| conflict | original | western | 26 | 25 | 15 | 1.746458 | 3.893939 |
| control | original | eastern | 11 | 25 | 22 | 1.527030 | 3.189655 |
| control | original | western | 19 | 29 | 18 | 1.623258 | 3.636364 |
| openness | original | eastern | 23 | 25 | 10 | 1.311220 | 4.000000 |
| openness | original | western | 20 | 37 | 9 | 1.455798 | 3.939394 |
| size | original | eastern | 27 | 23 | 8 | 1.386566 | 4.275862 |
| size | original | western | 29 | 32 | 5 | 1.264542 | 4.303030 |
| unity | original | eastern | 42 | 12 | 4 | 1.234707 | 4.862069 |
| unity | original | western | 41 | 16 | 9 | 1.795683 | 4.772727 |
## Saving 7 x 5 in image
| condition | group | high_comp | adjusted_high_comp | med_comp | adjusted_med_comp | low_comp | adjusted_low_comp |
|---|---|---|---|---|---|---|---|
| cond1 | certainty | 5e-04 ** | ** | 2e-04 *** | ** | 0.9817 | |
| cond1 | conflict | 1 | 0.0152 * | * | 0.0128 * | * | |
| cond1 | control | 0.4658 | 0.145 | 0.5141 | |||
| cond1 | unity | 0.0652 | 0.0848 | 1 | |||
| cond1 | openness | 0.6125 | 0.8378 | 0.9271 | |||
| cond1 | size | 6e-04 ** | ** | 0.0038 ** | * | 0.3482 | |
| cond2 | certainty | 0.6776 | 0.7764 | 0.2646 | |||
| cond2 | conflict | 0.1919 | 0.236 | 0.9661 | |||
| cond2 | control | 0.0749 | 0.5405 | 0.2187 | |||
| cond2 | unity | 1 | 0.1646 | 0.0597 | |||
| cond2 | openness | 0.917 | 0.6318 | 0.8083 | |||
| cond2 | size | 0.1994 | 0.8274 | 0.1348 | |||
| original | certainty | 1 | 0.8742 | 0.8203 | |||
| original | conflict | 0.248 | 1 | 0.2679 | |||
| original | control | 0.0753 | 0.5807 | 0.1868 | |||
| original | unity | 1 | 0.6044 | 0.3496 | |||
| original | openness | 0.8032 | 1 | 0.6716 | |||
| original | size | 0.9885 | 0.5564 | 0.2883 |
| group | condition | viewer_culture | ahigh | bmedium | clow | sd | avg |
|---|---|---|---|---|---|---|---|
| certainty | cond1 | eastern | 6 | 25 | 1 | 0.9837388 | 4.000000 |
| certainty | cond1 | western | 53 | 36 | 5 | 1.2818355 | 4.723404 |
| conflict | cond1 | eastern | 9 | 19 | 4 | 1.1773227 | 3.968750 |
| conflict | cond1 | western | 27 | 31 | 36 | 1.6651789 | 3.255319 |
| control | cond1 | eastern | 8 | 18 | 6 | 1.3781123 | 3.812500 |
| control | cond1 | western | 32 | 37 | 25 | 1.5423926 | 3.712766 |
| openness | cond1 | eastern | 9 | 17 | 6 | 1.3912167 | 3.750000 |
| openness | cond1 | western | 33 | 46 | 15 | 1.3676660 | 3.978723 |
| size | cond1 | eastern | 10 | 19 | 3 | 1.2700013 | 4.000000 |
| size | cond1 | western | 64 | 27 | 3 | 1.2045441 | 4.893617 |
| unity | cond1 | eastern | 18 | 12 | 2 | 1.2031545 | 4.687500 |
| unity | cond1 | western | 71 | 19 | 4 | 1.4666661 | 5.308511 |
| certainty | cond2 | eastern | 20 | 17 | 5 | 1.4564925 | 4.309524 |
| certainty | cond2 | western | 43 | 37 | 22 | 1.8048878 | 4.098039 |
| conflict | cond2 | eastern | 19 | 16 | 7 | 1.6303239 | 4.309524 |
| conflict | cond2 | western | 60 | 27 | 15 | 1.7964784 | 4.686274 |
| control | cond2 | eastern | 10 | 22 | 10 | 1.5505422 | 3.714286 |
| control | cond2 | western | 42 | 46 | 14 | 1.5178035 | 4.205882 |
| openness | cond2 | eastern | 6 | 26 | 10 | 1.1519312 | 3.452381 |
| openness | cond2 | western | 17 | 57 | 28 | 1.4595098 | 3.441177 |
| size | cond2 | eastern | 17 | 18 | 7 | 1.4450846 | 4.095238 |
| size | cond2 | western | 55 | 40 | 7 | 1.4510722 | 4.666667 |
| unity | cond2 | eastern | 21 | 19 | 2 | 1.2337209 | 4.452381 |
| unity | cond2 | western | 51 | 32 | 19 | 1.7358016 | 4.274510 |
| certainty | original | eastern | 15 | 9 | 4 | 1.4456649 | 4.357143 |
| certainty | original | western | 49 | 26 | 17 | 1.6861695 | 4.445652 |
| conflict | original | eastern | 12 | 5 | 11 | 1.9145088 | 3.964286 |
| conflict | original | western | 53 | 15 | 24 | 1.9632006 | 4.445652 |
| control | original | eastern | 8 | 12 | 8 | 1.8527114 | 3.607143 |
| control | original | western | 46 | 32 | 14 | 1.6505512 | 4.391304 |
| openness | original | eastern | 8 | 13 | 7 | 1.4493202 | 3.785714 |
| openness | original | western | 22 | 41 | 29 | 1.5457662 | 3.369565 |
| size | original | eastern | 13 | 8 | 7 | 1.6634890 | 4.214286 |
| size | original | western | 45 | 34 | 13 | 1.6343702 | 4.293478 |
| unity | original | eastern | 17 | 10 | 1 | 1.0615951 | 4.642857 |
| unity | original | western | 55 | 26 | 11 | 1.6369990 | 4.684783 |
## Saving 7 x 5 in image
| condition | group | high_comp | adjusted_high_comp | med_comp | adjusted_med_comp | low_comp | adjusted_low_comp |
|---|---|---|---|---|---|---|---|
| cond1 | certainty | 0.8133 | 0.4589 | 0.5912 | |||
| cond1 | conflict | 0.0922 | 0.1034 | 1 | |||
| cond1 | control | 1 | 0.8922 | 0.7988 | |||
| cond1 | unity | 0.5737 | 1 | 0.4694 | |||
| cond1 | openness | 0.3281 | 0.4205 | 1 | |||
| cond1 | size | 0.0812 | 0.4497 | 0.2383 | |||
| cond2 | certainty | 0.0869 | 0.8063 | 0.0557 | |||
| cond2 | conflict | 0.0331 * | 0.7037 | 0.006 * | * | ||
| cond2 | control | 0.5106 | 0.2504 | 0.0418 * | |||
| cond2 | unity | 0.0777 | 0.1419 | 0.6586 | |||
| cond2 | openness | 0.1619 | 0.9255 | 0.0599 | |||
| cond2 | size | 0.1467 | 0.8245 | 0.1419 | |||
| original | certainty | 0.4254 | 0.3547 | 1 | |||
| original | conflict | 0.4076 | 0.0602 | 0.0029 ** | * | ||
| original | control | 0.2202 | 0.0139 * | * | 0.1063 | ||
| original | unity | 0.8419 | 0.2339 | 0.1899 | |||
| original | openness | 0.6097 | 0.2249 | 0.4817 | |||
| original | size | 0.687 | 0.4775 | 0.7879 |
| group | condition | viewer_culture | ahigh | bmedium | clow | sd | avg |
|---|---|---|---|---|---|---|---|
| certainty | cond1 | eastern | 27 | 11 | 4 | 1.388730 | 4.785714 |
| certainty | cond1 | western | 47 | 27 | 4 | 1.263818 | 4.679487 |
| conflict | cond1 | eastern | 13 | 17 | 12 | 1.435408 | 3.476190 |
| conflict | cond1 | western | 38 | 19 | 21 | 1.837559 | 4.000000 |
| control | cond1 | eastern | 12 | 17 | 13 | 1.433788 | 3.571429 |
| control | cond1 | western | 23 | 34 | 21 | 1.630544 | 3.794872 |
| openness | cond1 | eastern | 18 | 17 | 7 | 1.586089 | 4.142857 |
| openness | cond1 | western | 25 | 39 | 14 | 1.524634 | 3.987179 |
| size | cond1 | eastern | 17 | 16 | 9 | 1.379289 | 4.000000 |
| size | cond1 | western | 46 | 23 | 9 | 1.650639 | 4.717949 |
| unity | cond1 | eastern | 29 | 6 | 7 | 1.670437 | 4.880952 |
| unity | cond1 | western | 59 | 11 | 8 | 1.610819 | 5.282051 |
| certainty | cond2 | eastern | 17 | 14 | 9 | 1.717930 | 4.150000 |
| certainty | cond2 | western | 51 | 26 | 7 | 1.489493 | 4.785714 |
| conflict | cond2 | eastern | 20 | 14 | 6 | 1.599479 | 4.425000 |
| conflict | cond2 | western | 24 | 25 | 35 | 1.831194 | 3.178571 |
| control | cond2 | eastern | 13 | 9 | 18 | 1.800285 | 3.300000 |
| control | cond2 | western | 34 | 29 | 21 | 1.898757 | 3.904762 |
| openness | cond2 | eastern | 9 | 17 | 14 | 1.709513 | 3.475000 |
| openness | cond2 | western | 31 | 38 | 15 | 1.594373 | 3.988095 |
| size | cond2 | eastern | 20 | 11 | 9 | 1.739253 | 4.275000 |
| size | cond2 | western | 55 | 20 | 9 | 1.589688 | 4.750000 |
| unity | cond2 | eastern | 27 | 9 | 4 | 1.453334 | 4.875000 |
| unity | cond2 | western | 70 | 9 | 5 | 1.484090 | 5.547619 |
| certainty | original | eastern | 33 | 20 | 3 | 1.344542 | 4.714286 |
| certainty | original | western | 55 | 22 | 5 | 1.337449 | 4.963415 |
| conflict | original | eastern | 21 | 26 | 9 | 1.354046 | 4.053571 |
| conflict | original | western | 24 | 24 | 34 | 1.776931 | 3.317073 |
| control | original | eastern | 16 | 36 | 4 | 1.197264 | 3.946429 |
| control | original | western | 33 | 34 | 15 | 1.582662 | 4.036585 |
| openness | original | eastern | 14 | 32 | 10 | 1.306204 | 3.696429 |
| openness | original | western | 25 | 37 | 20 | 1.590774 | 3.707317 |
| size | original | eastern | 30 | 24 | 2 | 1.173296 | 4.571429 |
| size | original | western | 48 | 29 | 5 | 1.392110 | 4.707317 |
| unity | original | eastern | 44 | 7 | 5 | 1.368358 | 4.982143 |
| unity | original | western | 62 | 18 | 2 | 1.371902 | 5.475610 |
## Saving 7 x 5 in image
| condition | group | high_comp | adjusted_high_comp | med_comp | adjusted_med_comp | low_comp | adjusted_low_comp |
|---|---|---|---|---|---|---|---|
| cond1 | certainty | 0.0522 | 0.0216 * | 0.9289 | |||
| cond1 | conflict | 0.9622 | 0.9634 | 1 | |||
| cond1 | control | 0.7424 | 1 | 0.545 | |||
| cond1 | unity | 0.2214 | 0.2556 | 1 | |||
| cond1 | openness | 0.6554 | 0.7101 | 0.1126 | |||
| cond1 | size | 0.0303 * | 1 | 7e-04 ** | ** | ||
| cond2 | certainty | 0.5596 | 0.1754 | 0.1943 | |||
| cond2 | conflict | 0.4032 | 0.5239 | 0.975 | |||
| cond2 | control | 0.0023 ** | * | 0.8215 | 0 *** | *** | |
| cond2 | unity | 0.0536 | 0.0424 * | 1 | |||
| cond2 | openness | 0.8792 | 0.1015 | 0.0118 * | * | ||
| cond2 | size | 0.0357 * | 0.0164 * | * | 1 | ||
| original | certainty | 0.906 | 0.791 | 0.2142 | |||
| original | conflict | 3e-04 *** | ** | 0.0579 | 0.2014 | ||
| original | control | 0.6191 | 0.2606 | 0.0129 * | * | ||
| original | unity | 0.0101 * | * | 0.0453 * | 0.3513 | ||
| original | openness | 0.0798 | 1 | 0.013 * | * | ||
| original | size | 0.0092 * | * | 0.0415 * | 0.2977 |
| group | condition | viewer_culture | ahigh | bmedium | clow | sd | avg |
|---|---|---|---|---|---|---|---|
| certainty | cond1 | eastern | 36 | 8 | 4 | 1.268830 | 4.916667 |
| certainty | cond1 | western | 45 | 30 | 5 | 1.247719 | 4.612500 |
| conflict | cond1 | eastern | 17 | 22 | 9 | 1.359071 | 3.937500 |
| conflict | cond1 | western | 30 | 35 | 15 | 1.437297 | 3.900000 |
| control | cond1 | eastern | 17 | 23 | 8 | 1.260418 | 3.833333 |
| control | cond1 | western | 32 | 39 | 9 | 1.462127 | 4.162500 |
| openness | cond1 | eastern | 13 | 27 | 8 | 1.425297 | 3.729167 |
| openness | cond1 | western | 26 | 49 | 5 | 1.202253 | 4.187500 |
| size | cond1 | eastern | 27 | 10 | 11 | 1.623738 | 4.208333 |
| size | cond1 | western | 61 | 17 | 2 | 1.149505 | 5.087500 |
| unity | cond1 | eastern | 29 | 16 | 3 | 1.443376 | 4.791667 |
| unity | cond1 | western | 58 | 18 | 4 | 1.190415 | 4.975000 |
| certainty | cond2 | eastern | 22 | 14 | 4 | 1.393897 | 4.425000 |
| certainty | cond2 | western | 37 | 39 | 2 | 1.337738 | 4.717949 |
| conflict | cond2 | eastern | 16 | 17 | 7 | 1.414214 | 4.000000 |
| conflict | cond2 | western | 39 | 27 | 12 | 1.592732 | 4.333333 |
| control | cond2 | eastern | 11 | 17 | 12 | 1.645507 | 3.600000 |
| control | cond2 | western | 46 | 30 | 2 | 1.158515 | 4.730769 |
| openness | cond2 | eastern | 10 | 17 | 13 | 1.428645 | 3.600000 |
| openness | cond2 | western | 22 | 47 | 9 | 1.312673 | 3.935897 |
| size | cond2 | eastern | 19 | 18 | 3 | 1.393897 | 4.425000 |
| size | cond2 | western | 54 | 17 | 7 | 1.381638 | 4.987179 |
| unity | cond2 | eastern | 18 | 19 | 3 | 1.392286 | 4.400000 |
| unity | cond2 | western | 51 | 21 | 6 | 1.439419 | 4.923077 |
| certainty | original | eastern | 22 | 12 | 4 | 1.407155 | 4.578947 |
| certainty | original | western | 56 | 33 | 3 | 1.277352 | 4.804348 |
| conflict | original | eastern | 19 | 13 | 6 | 1.443088 | 4.157895 |
| conflict | original | western | 16 | 50 | 26 | 1.369023 | 3.336956 |
| control | original | eastern | 12 | 15 | 11 | 1.778847 | 3.605263 |
| control | original | western | 35 | 48 | 9 | 1.459560 | 4.184783 |
| openness | original | eastern | 7 | 22 | 9 | 1.407155 | 3.578947 |
| openness | original | western | 33 | 53 | 6 | 1.227327 | 4.206522 |
| size | original | eastern | 16 | 19 | 3 | 1.275661 | 4.315790 |
| size | original | western | 63 | 27 | 2 | 1.322514 | 5.141304 |
| unity | original | eastern | 18 | 16 | 4 | 1.397010 | 4.315790 |
| unity | original | western | 67 | 21 | 4 | 1.428667 | 5.260870 |